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© 2026 Rival
  1. Home
  2. Models
  3. Qwen: Qwen3 235B A22B 2507
  4. Adversarial Contract Review

See how Qwen: Qwen3 235B A22B 2507 compares on this challenge:

  • Qwen: Qwen3 235B A22B 2507 vs Claude Sonnet 4.6
  • Qwen: Qwen3 235B A22B 2507 vs Gemini 3.1 Pro Preview
  • Qwen: Qwen3 235B A22B 2507 vs Z.ai: GLM 5

4 models have responded to the "Adversarial Contract Review" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.

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Back to Qwen: Qwen3 235B A22B 2507

Adversarial Contract Review

Qwen3 235B A22B 07 25's response to the 'Adversarial Contract Review' challenge.

Qwen: Qwen3 235B A22B 2507
February 3, 2026
Text

?
Prompt

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp Solutions Inc. ("Client") and [Contractor Name] ("Contractor"). 1. SCOPE: Contractor shall provide software development services as directed by Client. Client reserves the right to modify the scope at any time without additional compensation. 2. PAYMENT: Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed "unsatisfactory" at Client's sole discretion. 3. INTELLECTUAL PROPERTY: All work product, including any tools, libraries, or methodologies developed during the engagement, shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP. 4. NON-COMPETE: Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination. 5. TERMINATION: Client may terminate this agreement at any time without notice. Contractor must provide 60 days written notice. Upon termination, Contractor must immediately deliver all work in progress without additional compensation. 6. LIABILITY: Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability. 7. INDEMNIFICATION: Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault. 8. CONFIDENTIALITY: Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination. 9. DISPUTE RESOLUTION: Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party. --- Find all clauses that could be exploited against the contractor, suggest specific modifications, and explain the legal reasoning.

Qwen: Qwen3 235B A22B 2507
Response

qwen3-235b-a22b-07-25 logo
Qwen: Qwen3 235B A22B 2507Adversarial Contract Review
qwen3-235b-a22b-07-25 logo
Qwen: Qwen3 235B A22B 2507

The contract presented heavily favors the Client (TechCorp Solutions Inc.) and contains several unbalanced, potentially unenforceable, and exploitable clauses that place the Contractor at significant legal, financial, and professional risk. Below is a clause-by-clause analysis identifying exploitable provisions, recommended modifications, and supporting legal reasoning.


1. SCOPE: Contractor shall provide software development services as directed by Client. Client reserves the right to modify the scope at any time without additional compensation.

Exploitation Risk:

  • Unlimited scope creep: The Client can change the nature, volume, or complexity of work indefinitely without paying more.
  • No mechanism for dispute resolution over changes.

Suggested Modification:

"The initial scope of services is outlined in Exhibit A, which may be amended only by written agreement between the parties. Any material change to the scope (e.g., >10% increase in estimated hours or change in deliverables) shall require mutual agreement and may necessitate adjustments to fees, timelines, or both."

Legal Reasoning:

  • Fairness and contract formation: Under common law (e.g., U.S. Restatement (Second) of Contracts), a material modification to the scope without mutual assent may constitute a breach or failure of consideration.
  • Implied covenant of good faith and fair dealing requires that parties not undermine the contract’s purpose—unilateral scope expansion with no compensation violates this.
  • Courts may find such a clause unconscionable or illusory if the Contractor has no meaningful obligation or compensation.

2. PAYMENT: Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion.

Exploitation Risk:

  • 90-day payment term is excessively long and could impair Contractor’s cash flow.
  • "Sole discretion" allows arbitrary withholding of payment with no recourse.
  • No requirement to pay for time worked or partial deliverables.

Suggested Modifications:

"Contractor shall invoice monthly for hours worked, supported by a time log. Payment is due within 30 days of invoice receipt.
Client may dispute an invoice in good faith within 15 days, providing written notice and specific reasons. Disputed amounts shall be resolved in good faith; undisputed amounts must be paid on time.
Client may not withhold payment for time worked or deliverables accepted or used."

Legal Reasoning:

  • Prompt payment laws: Many jurisdictions (e.g., CA, NY, and under the Fair Labor Standards Act for workers) imply timely payment. A 90-day term may violate state prompt payment statutes for independent contractors.
  • "Sole discretion" clauses may be unenforceable as unconscionable or lacking mutuality if abused.
  • Quantum meruit: If work is accepted or used, Contractor may recover reasonable value even if payment is withheld improperly.

3. INTELLECTUAL PROPERTY: All work product... shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP.

Exploitation Risk:

  • No carve-out for pre-existing IP: Client claims ownership of Contractor’s tools, libraries, or methods—even if used incidentally.
  • Overbroad assignment may invalidate the clause or expose Contractor to third-party claims.

Suggested Modifications:

"All original work product created specifically for and paid by Client under this Agreement shall be assigned to Client upon full payment.
Contractor retains all rights to pre-existing IP, tools, libraries, frameworks, or methodologies. Contractor grants Client a perpetual, non-exclusive, royalty-free license to use such pre-existing IP solely as incorporated into deliverables.
A schedule of pre-existing IP used in the project shall be attached as Exhibit B."

Legal Reasoning:

  • Work made for hire (U.S. Copyright Act) applies only to specially ordered works if in writing and agreed. Otherwise, assignment requires clear language.
  • Overreaching IP clauses may be void as against public policy or unconscionable, especially if they claim ownership of pre-existing tools.
  • Third-party liability: If Contractor uses licensed code (e.g., open source), assigning it to Client may breach external licenses.

4. NON-COMPETE: Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination.

Exploitation Risk:

  • Overly broad: No geographic limit, no definition of "similar services" or "same industry".
  • 24-month duration is likely excessive and unenforceable.
  • Could prevent Contractor from earning a livelihood.

Suggested Modifications:

"Contractor agrees not to provide substantially similar services to direct competitors of Client, within the geographic region where Client operates, for a period of 6 months after termination, only to the extent based on Confidential Information obtained during the engagement."

Legal Reasoning:

  • Non-competes are disfavored in law and strictly scrutinized. Many states (e.g., California, Oklahoma) ban them entirely for independent contractors.
  • Blue Pencil Rule: Courts may strike down or narrow overbroad clauses. A 24-month, worldwide, undefined restriction is likely unreasonable and void.
  • Must protect a legitimate business interest (e.g., trade secrets), not just general competition.

5. TERMINATION: Client may terminate this agreement at any time without notice. Contractor must provide 60 days written notice. Upon termination, Contractor must immediately deliver all work in progress without additional compensation.

Exploitation Risk:

  • Asymmetric termination: Client can walk away instantly; Contractor cannot.
  • Work-in-progress delivery without pay incentivizes Client to terminate early and steal unfinished work.

Suggested Modifications:

"Either party may terminate this Agreement with 30 days written notice.
Upon termination by Client, Client shall pay for all time worked and deliverables completed or in progress as of the termination date.
Contractor shall deliver all completed work and work-in-progress materials upon final payment."

Legal Reasoning:

  • Mutuality of obligation: One-sided termination clauses may be void for lack of consideration or unconscionability.
  • Quantum meruit / unjust enrichment: Contractor is entitled to compensation for value conferred, even if contract is terminated.
  • Work-in-progress has value; forcing free delivery may constitute theft of services.

6. LIABILITY: Contractor assumes all liability for any bugs, security vulnerabilities, or system failures... including consequential damages, with no cap on liability.

Exploitation Risk:

  • Uncapped liability exposes Contractor to bankruptcy-level risk.
  • Consequential damages (e.g., lost profits, data loss) can be massive and unrelated to Contractor’s work.
  • No mention of Client’s own responsibilities (e.g., testing, deployment).

Suggested Modifications:

"Contractor’s total liability arising from this Agreement shall not exceed the total fees paid by Client in the 12 months preceding the claim.
In no event shall Contractor be liable for indirect, incidental, or consequential damages, including lost profits, data loss, or business interruption.
Client is responsible for testing, deployment, and use of deliverables in its environment."

Legal Reasoning:

  • Limitation of liability clauses are generally enforceable unless unconscionable or against public policy.
  • Consequential damages waivers are common and upheld in commercial contracts.
  • Uncapped liability for independent contractors is rare and likely unenforceable under reasonableness standards (UCC 2-719, common law).

7. INDEMNIFICATION: Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault.

Exploitation Risk:

  • "Regardless of fault" means Contractor indemnifies even if Client caused the problem.
  • Broadly covers all third-party claims, including IP infringement, data breaches, etc., with no limits.

Suggested Modifications:

"Contractor shall defend, indemnify, and hold harmless Client only for third-party claims to the extent directly caused by Contractor’s gross negligence or willful misconduct.
This indemnity excludes claims arising from Client’s use, modification, or combination of deliverables with other systems.
Contractor’s indemnity obligations are subject to the liability cap in Section 6."

Legal Reasoning:

  • Indemnification "regardless of fault" is likely unenforceable as against public policy.
  • Overbroad indemnity may violate state laws (e.g., anti-indemnity statutes in construction and IT in some states).
  • Mutual fault: If Client misuses software, it should bear responsibility.

8. CONFIDENTIALITY: Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination.

Exploitation Risk:

  • Overbroad: Prohibits disclosure of contract terms, which may be needed for tax, legal, or business purposes.
  • 5-year term may be excessive for non-sensitive information.

Suggested Modifications:

"Contractor shall not disclose Client’s Confidential Information, defined as non-public business, technical, or financial information marked as confidential or reasonably understood to be confidential.
This obligation survives for 3 years after termination.
Excluded from confidentiality: publicly available information, information independently developed, or required disclosure by law."

Legal Reasoning:

  • Confidentiality must be reasonable in scope, duration, and subject matter.
  • Courts will not enforce NDAs that prevent lawful disclosure (e.g., to attorneys, accountants, or under whistleblower laws).
  • Trade secret law (e.g., DTSA) protects only information with economic value from secrecy—not all engagement details.

9. DISPUTE RESOLUTION: Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party.

Exploitation Risk:

  • Arbitration in Client’s jurisdiction may be inconvenient and costly for Contractor.
  • "Losing party pays" discourages legitimate claims due to financial risk.
  • No mention of arbitrator neutrality or rules.

Suggested Modifications:

"Disputes shall be resolved by binding arbitration under the rules of the American Arbitration Association (AAA), in a mutually agreed neutral location, or if none, a location midway between the parties.
Each party bears its own costs and fees; arbitration costs shall be shared equally unless the arbitrator allocates otherwise based on fairness.
The prevailing party may recover reasonable attorney’s fees only if provided by law."

Legal Reasoning:

  • Arbitration clauses are enforceable but must be fair. Home-court advantage may be seen as unconscionable.
  • Fee-shifting must be mutual to be enforceable (e.g., under many state laws).
  • Due process concerns: Parties must have equal access to arbitration.

✅ Summary of Critical Issues & Contractor Protections Needed:

ClauseKey IssueRecommended Fix
1. ScopeUnlimited scope creepDefine scope + change control process
2. Payment90-day terms + subjective withholding30-day payment + good faith dispute process
3. IPClaims pre-existing IPLicense pre-existing IP; assign only new work
4. Non-competeOverbroad, 24-month banNarrow to 6 months, competitors only
5. TerminationAsymmetric + no pay for WIPMutual 30-day notice; pay for all time
6. LiabilityUncapped, includes consequentialCap at fees paid; exclude indirect damages
7. IndemnityRegardless of faultLimit to negligence/willful misconduct
8. ConfidentialityOverbroad, 5-year termDefine "confidential"; 3 years; carve-outs
9. Dispute ResolutionBiased forum, cost burdenNeutral arbitration; shared costs

Final Advice:

The Contractor should not sign this agreement in its current form. It contains multiple unconscionable, unbalanced, and potentially unenforceable clauses. A revised version with mutual obligations, clear boundaries, and risk allocation is essential to protect the Contractor’s legal rights, financial interests, and professional autonomy.

Consider adding:

  • Governing law clause
  • Independent contractor status clarification (avoiding misclassification)
  • Insurance requirements (if applicable)
  • Exhibits for scope, pre-existing IP, and deliverables

Consult an attorney licensed in your jurisdiction before signing.

Adversarial Contract Review

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About Qwen: Qwen3 235B A22B 2507

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCode

Specifications

Provider
Qwen
Released
2025-07-21
Size
XLARGE

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